{"id":"W4282939867","doi":"10.1186/s12931-022-02076-9","title":"Dehydroepiandrosterone in fibrotic interstitial lung disease: a translational study","year":2022,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Lung Association; University of Bern","keywords":"Idiopathic pulmonary fibrosis; Medicine; Dehydroepiandrosterone; Dehydroepiandrosterone sulfate; Internal medicine; Interstitial lung disease; Endocrinology; Cohort; Lung; Pulmonary fibrosis; Fibrosis; Gastroenterology; Androgen; Hormone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001578229,0.0001554351,0.000276064,0.0006768456,0.000435559,0.00004162237,0.0002530544,0.00003693447,0.001985083],"category_scores_gemma":[0.0001132009,0.0001604835,0.0001385839,0.0007810901,0.0001472776,0.0001277268,0.0002812971,0.0009371712,0.00004728254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005086896,"about_ca_system_score_gemma":0.0007417338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000773803,"about_ca_topic_score_gemma":0.00002588549,"domain_scores_codex":[0.9960212,0.0009376265,0.0003931557,0.0005138656,0.001571763,0.0005623568],"domain_scores_gemma":[0.9989076,0.0001377513,0.0000328504,0.0004132054,0.0001236256,0.0003849928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08038423,0.01070055,0.865693,0.001099917,0.0002535008,0.01385545,0.003536436,0.001407967,0.007827334,0.001363774,0.009337469,0.004540416],"study_design_scores_gemma":[0.0179032,0.03502822,0.8466735,0.000863821,0.0002658348,0.0001478606,0.00736196,0.02935151,0.0001118874,0.0006999989,0.06055462,0.001037596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932932,0.001960977,0.0000347536,0.0008759449,0.0001735584,0.001848826,0.0001167917,0.00004503593,0.00165089],"genre_scores_gemma":[0.9980997,0.000004687018,0.000008290432,0.0002866013,0.0002530217,0.0005962783,0.00004598437,0.00003698025,0.0006684061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06248103,"threshold_uncertainty_score":0.9989272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08744216151377775,"score_gpt":0.4065391515775435,"score_spread":0.3190969900637657,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}